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Start Over4/5 selected
NotebookLM67
GitHub Copilot70
Perplexity AI70
Windsurf70

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Coding Agents

Showing 8 agents in this category for fair comparison.

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Market67
Trust19
Trend47
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust29
Trend88
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market70
Trust29
Trend81
Votes98%
4,600
Watch
9,200
Votes
1200.0k
Views
Market70
Trust24
Trend47
Votes97%
2,400
Watch
5,000
Votes
560.0k
Views

Side-by-Side Comparison

FeatureNotebookLMGitHub CopilotPerplexity AIWindsurf
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidfreemiumfreemium
Deploymentweb appbrowser extensionweb appbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707070
Trust Score19292924
Trend Score47888147
Watchers1,9007,1004,6002,400
Page Views36000019000011200000560000
Upvotes4,20014,2009,2005,000
CountryUSUSUSUS
Founded2,0232,0212,0222,021
Agent Typeassistantcopilotassistantcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
sonar-pro
sonar-huge
gpt-5
claude-sonnet-4.6
gpt-5
gemini-2.5-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comgithub.comperplexity.aiwindsurf.com

Score Factor Breakdown

Factor (weight)NotebookLMGitHub CopilotPerplexity AIWindsurf
Trust Score (25%)
19%
29%
29%
24%
Watchers (20%)
100%
100%
100%
100%
Net Votes (20%)
100%
100%
100%
100%
Page Views (15%)
100%
100%
100%
100%
Verification (10%)
13%
25%
25%
13%
Completeness (10%)
55%
55%
55%
80%